Forecasting Core Inflation in Canada: Should We Forecast the Aggregate or the Components? Staff Working Paper 2005-44 Frédérick Demers, Annie De Champlain The authors investigate the behaviour of core inflation in Canada to analyze three key issues: (i) homogeneity in the response of various price indexes to demand or real exchange rate shocks relative to the response of aggregate core inflation; (ii) whether using disaggregate data helps to improve the forecast of core inflation; and (iii) whether using monthly data helps to improve quarterly forecasts. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C5, E, E3, E37
May 17, 2012 Understanding Systemic Risk in the Banking Sector: A MacroFinancial Risk Assessment Framework Bank of Canada Review - Spring 2012 Céline Gauthier, Moez Souissi The MacroFinancial Risk Assessment Framework (MFRAF) models the interconnections between liquidity and solvency in a financial system, with multiple institutions linked through an interbank network. The MFRAF integrates funding liquidity risk as an endogenous outcome of the interactions between solvency risk and the liquidity profiles of banks, which is a complementary approach to the new […] Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial stability, Financial system regulation and policies JEL Code(s): E, E4, E44, G, G0, G01, G2, G21
June 23, 2005 Efficiency and Economies of Scale of Large Canadian Banks Financial System Review - June 2005 Jason Allen, Ying Liu Content Type(s): Publications, Financial System Review articles
Characterization of the Dynamic Effects of Fiscal Shocks in a Small Open Economy Staff Working Paper 2004-41 Nooman Rebei The author studies the macroeconomic consequences of discretionary changes in the fiscal policy instruments for Canada. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Exchange rates, Fiscal policy JEL Code(s): E, E3, E32, E6, E62
Forecasting GDP Growth Using Artificial Neural Networks Staff Working Paper 1999-3 Greg Tkacz, Sarah Hu Financial and monetary variables have long been known to contain useful leading information regarding economic activity. In this paper, the authors wish to determine whether the forecasting performance of such variables can be improved using neural network models. The main findings are that, at the 1-quarter forecasting horizon, neural networks yield no significant forecast improvements. […] Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Monetary and financial indicators JEL Code(s): C, C4, C45, E, E3, E37, E4, E44
Evaluating Factor Models: An Application to Forecasting Inflation in Canada Staff Working Paper 2001-18 Marc-André Gosselin, Greg Tkacz This paper evaluates the forecasting performance of factor models for Canadian inflation. This type of model was introduced and examined by Stock and Watson (1999a), who have shown that it is quite promising for forecasting U.S. inflation. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C3, C32, E, E3, E37
Risk and State-Dependent Financial Frictions Staff Working Paper 2022-37 Martin Harding, Rafael Wouters Using a nonlinear New Keynesian model with a financial accelerator, we show that financial frictions generate large state-dependent amplification effects. Shocks propagate more strongly in periods of financial stress. We propose an endogenous regime-switching DSGE framework for efficient estimation and improved model fit. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Credit and credit aggregates, Financial stability, Monetary policy JEL Code(s): E, E5, E52, E58
Can the Common-Factor Hypothesis Explain the Observed Housing Wealth Effect? Staff Working Paper 2016-62 Narayan Bulusu, Jefferson Duarte, Carles Vergara-Alert The common-factor hypothesis is one possible explanation for the housing wealth effect. Under this hypothesis, house price appreciation is related to changes in consumption as long as the available proxies for the common driver of housing and non-housing demand are noisy and housing supply is not perfectly elastic. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Housing JEL Code(s): E, E2, E21, R, R3, R31
A Model of Costly Capital Reallocation and Aggregate Productivity Staff Working Paper 2008-38 Shutao Cao The author studies the effects of capital reallocation (the flow of productive capital across firms and establishments mainly through changes in ownership) on aggregate labour productivity. Capital reallocation is an important activity in the United States: on average, its total value is 3–4 per cent of U.S. GDP. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Productivity JEL Code(s): E, E2, E22, L, L1, L16
The Welfare Implications of Fiscal Dominance Staff Working Paper 2008-28 Carlos De Resende, Nooman Rebei This paper studies the interdependence between fiscal and monetary policy in a DSGE model with sticky prices and non-zero trend inflation. We characterize the fiscal and monetary policies by a rule whereby a given fraction k of the government debt must be backed by the discounted value of current and future primary surpluses. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Fiscal policy, Inflation: costs and benefits, Monetary policy framework JEL Code(s): E, E3, E31, E4, E42, E5, E50, E6, E63